Global contextual residual convolutional neural networks for motor fault diagnosis under variable-speed conditions

A Novel Variational Model for Detail-Preserving Low-Illumination Image Enhancement

(2022) Yadong Xu et al.   SIGNAL PROCESSING

Multichannel fault diagnosis of wind turbine driving system using multivariate singular spectrum decomposition and improved Kolmogorov complexity

(2021) Xiaoan Yan et al.   RENEWABLE ENERGY

Fault diagnosis for small samples based on attention mechanism

(2021) Xin Zhang et al.   MEASUREMENT

Asymmetric inter-intra domain alignments (AIIDA) method for intelligent fault diagnosis of rotating machinery

(2021) Jinwook Lee et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning

(2021) Min Xia et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

End-to-end unsupervised fault detection using a flow-based model

(2021) Liangwei Zhang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry

(2021) Andreas Theissler et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

2MNet: Multi-sensor and multi-scale model toward accurate fault diagnosis of rolling bearing

(2021) Yang Guan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition

(2020) Dandan Peng et al.   IEEE Transactions on Industrial Informatics

A Novel Multi-scale Fusion Framework for Detail-preserving Low-light Image Enhancement

(2020) Yadong Xu et al.   INFORMATION SCIENCES

A Novel Deep Learning Model for the Detection and Identification of Rolling Element-Bearing Faults

(2020) Alex Shenfield et al.   SENSORS

Multistep forecasting for diurnal wind speed based on hybrid deep learning model with improved singular spectrum decomposition

(2020) Xiaoan Yan et al.   ENERGY CONVERSION AND MANAGEMENT

Fault diagnosis based on extremely randomized trees in wireless sensor networks

(2020) Umer Saeed et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Weak fault detection of rolling bearing using a DS-based adaptive spectrum reconstruction method

(2019) Y. Xu et al.   Journal of Instrumentation

Deep Coupled Dense Convolutional Network With Complementary Data for Intelligent Fault Diagnosis

(2019) Jinyang Jiao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Multiscale Kernel Based Residual Convolutional Neural Network for Motor Fault Diagnosis Under Nonstationary Conditions

(2019) Ruonan Liu et al.   IEEE Transactions on Industrial Informatics

Squeeze-and-Excitation Networks

(2019) Jie Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis

(2019) Huan Wang et al.   IEEE Transactions on Industrial Informatics

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

(2018) Long Wen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox

(2018) Guoqian Jiang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Deep residual learning-based fault diagnosis method for rotating machinery

(2018) Wei Zhang et al.   ISA TRANSACTIONS

Deep learning

(2015) Yann LeCun et al.   NATURE